Inference and diagnosis model based on Bayesian network and rough sets theory.
Jui-Fang ChangJung-Fang ChengMing-Chang LeePublished in: ICMLC (2014)
Keyphrases
- rough sets theory
- bayesian networks
- rough sets
- probabilistic inference
- diagnostic reasoning
- decision rules
- inference in bayesian networks
- bayesian network inference
- rough set theory
- exact inference
- probabilistic reasoning
- graphical models
- classification rules
- fault diagnosis
- structure learning
- probabilistic networks
- parameter learning
- dynamic bayesian networks
- bp neural network
- model based diagnosis
- belief networks
- probabilistic model
- medical diagnosis
- information entropy
- conditional probabilities
- fuzzy sets
- machine learning
- prediction model
- junction tree
- pattern recognition
- feature selection